Correlational Analysis of Engagement Signals and Student Performance
(Update In Progress)
Analyzed thousands of student data points to explore how microphone engagement correlates with higher academic performance. The results revealed a strong positive relationship between participation and academic success — inspiring a districtwide initiative on student voice.
Tools: SQL, Excel, Canva
From Static Spreadsheets to Actionable Insights:
Longitudinal Performance Analytics
Developed a multi-dashboard Tableau solution to analyze longitudinal performance trends across multiple assessment cycles. Emphasized trend classification, comparative analysis, and executive-level usability through dynamic filtering and drill-down views.
Tools: Excel, Tableau
Python Fundamentals:
Unit Conversion Tool
Course-guided Python project focused on core programming fundamentals. Independently extended the original design to support miles, decimal-based inputs, and standardized output precision. Demonstrates conditional logic, user input handling, and numeric precision.
Tools: Python